Decomposing and Editing Predictions by Modeling Model Computation
☆139Jun 12, 2024Updated 2 years ago
Alternatives and similar repositories for modelcomponents
Users that are interested in modelcomponents are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆25Dec 12, 2023Updated 2 years ago
- ☆14Mar 4, 2024Updated 2 years ago
- ☆53Jan 24, 2024Updated 2 years ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97May 25, 2023Updated 3 years ago
- ☆25May 20, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official repository for our NeurIPS 2021 paper "Unadversarial Examples: Designing Objects for Robust Vision"☆104Jul 25, 2024Updated last year
- Python library for argument and configuration management☆57Feb 7, 2023Updated 3 years ago
- Code for "Don't trust your eyes: on the (un)reliability of feature visualizations" (ICML 2024)☆34Nov 15, 2023Updated 2 years ago
- ☆32May 24, 2023Updated 3 years ago
- Code for the ICLR 2022 paper. Salient Imagenet: How to discover spurious features in deep learning?☆41Aug 19, 2022Updated 3 years ago
- PyTorch Implementation of "ASTRA: An Action Spotting TRAnsformer for Soccer Videos", ACM MMSports 2023. | 3rd place solution for SoccerNe…☆44May 20, 2024Updated 2 years ago
- Forcing Diffuse Distributions out of Language Models☆18Sep 10, 2024Updated last year
- A fast, effective data attribution method for neural networks in PyTorch☆242Nov 18, 2024Updated last year
- ☆37Jun 10, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ModelDiff: A Framework for Comparing Learning Algorithms☆59Aug 15, 2023Updated 2 years ago
- Code for T-MARS data filtering☆35Aug 23, 2023Updated 2 years ago
- Finding trojans in aligned LLMs. Official repository for the competition hosted at SaTML 2024.☆118Jun 13, 2024Updated 2 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Sep 4, 2023Updated 2 years ago
- Distilling Model Failures as Directions in Latent Space☆48Feb 8, 2023Updated 3 years ago
- A simple and efficient baseline for data attribution☆11Nov 10, 2023Updated 2 years ago
- On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them [NeurIPS 2020]☆35Jul 3, 2021Updated 5 years ago
- ☆23Jan 25, 2024Updated 2 years ago
- Improving Alignment and Robustness with Circuit Breakers☆264Sep 24, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official implementation of Tabular Transfer Learning via Prompting LLMs (COLM 2024).☆13Aug 6, 2024Updated last year
- Official repository for "Stylized Adversarial Training" (TPAMI 2022)☆11Dec 30, 2022Updated 3 years ago
- [ECCV'24 Workshops Oral] DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling☆31Feb 6, 2026Updated 4 months ago
- The official implementation of Cross-Task Experience Sharing (COPS)☆29Oct 23, 2024Updated last year
- Official repo for EMNLP 2023 paper "Explain-then-Translate: An Analysis on Improving Program Translation with Self-generated Explanations…☆29Dec 5, 2023Updated 2 years ago
- Official repository of the IEEE SLT 2024 paper "Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT"☆46Jun 4, 2026Updated 3 weeks ago
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Feb 27, 2023Updated 3 years ago
- Fine-grained ImageNet annotations☆30May 25, 2020Updated 6 years ago
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆197May 23, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆25Jun 22, 2023Updated 3 years ago
- Sparse and discrete interpretability tool for neural networks☆64Feb 12, 2024Updated 2 years ago
- Saliency Toolbox☆21Sep 17, 2023Updated 2 years ago
- Attribute statements generated by LLMs to preceding tokens using attention weights.☆26Apr 22, 2025Updated last year
- Jaehyung Kim et al's ACL 2023 paper on "infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-informat…☆16Jun 28, 2023Updated 3 years ago
- (CVPR 2025) Official implementation to DELT: A Simple Diversity-driven EarlyLate Training for Dataset Distillation which outperforms SOTA…☆28Aug 23, 2025Updated 10 months ago
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆12Jan 10, 2023Updated 3 years ago